Responsibilities Build and own complex, multi-modal demand models to simulate passenger flow and network elasticity, and fleet dynamics. Utilize historical data and external variables to forecast market penetration and route-specific demand. Analyse market share dynamics and pricing strategies from traditional airlines and ground transportation. Define the Go-to-Market geographical sequence based on data-driven demand clusters. Maintain the highest standards for code quality, including conducting rigorous code reviews, developing comprehensive unit tests, and producing clear, thorough documentation.
Requirements Required Qualifications 7+ years of professional experience in ridehailing demand modelling or airliners with genuine depth in quantitative demand modelling Proven track record in Demand Modeling and Supply-Demand Balancing at a network scale. Proven understanding of fundamental data structures and the ability to apply them to solve complex problems. Hands-on experience developing and implementing optimization-based solutions using libraries such as NLopt, Ceres Solver, g2o, or similar. Ability to oversee and peer-review high-complexity optimization frameworks Proficiency in statistical modelling with the ability to build and run regression models, not just use pre-built tools Comfort with large, messy, multi-source datasets Experience with Monte Carlo simulation or probabilistic forecasting
Preferred
Qualifications Experience with modern software development methodologies, including Agile, CI/CD pipelines, and version control (Git). Experience with GDP-elasticity or econometric demand forecasting Rock-solid understanding of mathematics, particularly linear algebra, multivariate calculus, differential equations, probability theory Aviation industry exposure like airline revenue management, OEM market research, IATA economics, or aviation consultancy Familiarity with fleet databases Understanding of Multimodal Elasticity
Benefits
What
We Offer The opportunity to work on a groundbreaking product that will redefine urban transportation. A dynamic, fast-paced, and collaborative work environment with a brilliant and passionate team. Competitive salary and benefits. A culture of innovation where your ideas can directly impact the future of flight

